EDA Report - Employment (Cleaned)

Dataset statistics

Number of variables	8
Number of observations	600529
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	41.2 MiB
Average record size in memory	72.0 B

Variable types

Numeric	2
Categorical	6

Alerts

`labour_force` is highly overall correlated with `uom`	High correlation
`uom` is highly overall correlated with `labour_force`	High correlation

Reproduction

Analysis started	2024-10-09 17:19:08.834245
Analysis finished	2024-10-09 17:19:20.527071
Duration	11.69 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

ref_date
Real number (ℝ)

Distinct	48
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2000.7334

Minimum	1976
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	1976
5-th percentile	1979
Q1	1990
median	2001
Q3	2012
95-th percentile	2021
Maximum	2023
Range	47
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	13.343923
Coefficient of variation (CV)	0.0066695157
Kurtosis	-1.1152644
Mean	2000.7334
Median Absolute Deviation (MAD)	11
Skewness	-0.080163996
Sum	1.2014984 × 10⁹
Variance	178.06027
Monotonicity	Increasing

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
2020	13891	2.3%
1992	13758	2.3%
1993	13697	2.3%
2009	13669	2.3%
1991	13651	2.3%
2010	13587	2.3%
1994	13577	2.3%
2012	13498	2.2%
1987	13496	2.2%
2011	13447	2.2%
Other values (38)	464258	77.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1976	9158	1.5%
1977	9325	1.6%
1978	9423	1.6%
1979	9377	1.6%
1980	9311	1.6%
1981	9403	1.6%
1982	9814	1.6%
1983	9957	1.7%
1984	9990	1.7%
1985	10030	1.7%

Value	Count	Frequency (%)
2023	12924	2.2%
2022	12834	2.1%
2021	13254	2.2%
2020	13891	2.3%
2019	13125	2.2%
2018	13127	2.2%
2017	13239	2.2%
2016	13418	2.2%
2015	13382	2.2%
2014	13343	2.2%

geo
Categorical

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.2 MiB

Nova Scotia	60489
Manitoba	59622
Saskatchewan	57442
New Brunswick	57416
British Columbia	55349
Other values (6)	310211

Length

Max length	25
Median length	13
Mean length	11.892658
Min length	6

Characters and Unicode

Total characters	7141886
Distinct characters	32
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Canada
2nd row	Canada
3rd row	Canada
4th row	Canada
5th row	Canada

Common Values

Value	Count	Frequency (%)
Nova Scotia	60489	10.1%
Manitoba	59622	9.9%
Saskatchewan	57442	9.6%
New Brunswick	57416	9.6%
British Columbia	55349	9.2%
Quebec	54089	9.0%
Alberta	52523	8.7%
Prince Edward Island	52245	8.7%
Newfoundland and Labrador	51682	8.6%
Ontario	51058	8.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nova	60489	6.2%
scotia	60489	6.2%
manitoba	59622	6.1%
saskatchewan	57442	5.9%
new	57416	5.8%
brunswick	57416	5.8%
british	55349	5.6%
columbia	55349	5.6%
quebec	54089	5.5%
alberta	52523	5.4%
Other values (8)	411453	41.9%

Most occurring characters

Value	Count	Frequency (%)
a	1028538	14.4%
n	533688	7.5%
i	446877	6.3%
r	424200	5.9%
d	412077	5.8%
o	390371	5.5%
	381108	5.3%
e	379486	5.3%
t	336483	4.7%
c	281681	3.9%
Other values (22)	2527377	35.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7141886	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1028538	14.4%
n	533688	7.5%
i	446877	6.3%
r	424200	5.9%
d	412077	5.8%
o	390371	5.5%
	381108	5.3%
e	379486	5.3%
t	336483	4.7%
c	281681	3.9%
Other values (22)	2527377	35.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7141886	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1028538	14.4%
n	533688	7.5%
i	446877	6.3%
r	424200	5.9%
d	412077	5.8%
o	390371	5.5%
	381108	5.3%
e	379486	5.3%
t	336483	4.7%
c	281681	3.9%
Other values (22)	2527377	35.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7141886	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1028538	14.4%
n	533688	7.5%
i	446877	6.3%
r	424200	5.9%
d	412077	5.8%
o	390371	5.5%
	381108	5.3%
e	379486	5.3%
t	336483	4.7%
c	281681	3.9%
Other values (22)	2527377	35.4%

labour_force
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.2 MiB

Labour force	119629
Full-time employment	114811
Employment	114143
Part-time employment	90265
Unemployment	81821

Length

Max length	20
Median length	17
Mean length	15.01671
Min length	10

Characters and Unicode

Total characters	9017970
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Labour force
2nd row	Labour force
3rd row	Labour force
4th row	Labour force
5th row	Labour force

Common Values

Value	Count	Frequency (%)
Labour force	119629	19.9%
Full-time employment	114811	19.1%
Employment	114143	19.0%
Part-time employment	90265	15.0%
Unemployment	81821	13.6%
Unemployment rate	79860	13.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
employment	319219	31.8%
unemployment	161681	16.1%
labour	119629	11.9%
force	119629	11.9%
full-time	114811	11.4%
part-time	90265	9.0%
rate	79860	7.9%

Most occurring characters

Value	Count	Frequency (%)
e	1252222	13.9%
m	1166876	12.9%
t	856101	9.5%
o	720158	8.0%
l	710522	7.9%
n	642581	7.1%
y	480900	5.3%
p	480900	5.3%
r	409383	4.5%
	404565	4.5%
Other values (12)	1893762	21.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9017970	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1252222	13.9%
m	1166876	12.9%
t	856101	9.5%
o	720158	8.0%
l	710522	7.9%
n	642581	7.1%
y	480900	5.3%
p	480900	5.3%
r	409383	4.5%
	404565	4.5%
Other values (12)	1893762	21.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9017970	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1252222	13.9%
m	1166876	12.9%
t	856101	9.5%
o	720158	8.0%
l	710522	7.9%
n	642581	7.1%
y	480900	5.3%
p	480900	5.3%
r	409383	4.5%
	404565	4.5%
Other values (12)	1893762	21.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9017970	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1252222	13.9%
m	1166876	12.9%
t	856101	9.5%
o	720158	8.0%
l	710522	7.9%
n	642581	7.1%
y	480900	5.3%
p	480900	5.3%
r	409383	4.5%
	404565	4.5%
Other values (12)	1893762	21.0%

north_american_industry_classification_system_(naics)
Categorical

Distinct	29
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.2 MiB

Accommodation and food services [72]	28627
Wholesale and retail trade [41, 44-45]	27891
Goods-producing sector	27561
Other services (except public administration) [81]	27035
Manufacturing [31-33]	26169
Other values (24)	463246

Length

Max length	75
Median length	52
Mean length	35.70306
Min length	14

Characters and Unicode

Total characters	21440723
Distinct characters	58
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Goods-producing sector
2nd row	Agriculture [111-112, 1100, 1151-1152]
3rd row	Agriculture [111-112, 1100, 1151-1152]
4th row	Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100]
5th row	Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100]

Common Values

Value	Count	Frequency (%)
Accommodation and food services [72]	28627	4.8%
Wholesale and retail trade [41, 44-45]	27891	4.6%
Goods-producing sector	27561	4.6%
Other services (except public administration) [81]	27035	4.5%
Manufacturing [31-33]	26169	4.4%
Information, culture and recreation [51, 71]	26011	4.3%
Business, building and other support services [55, 56]	25823	4.3%
Construction [23]	25561	4.3%
Educational services [61]	25348	4.2%
Health care and social assistance [62]	24919	4.1%
Other values (19)	335584	55.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
and	316801	11.1%
services	128979	4.5%
trade	65963	2.3%
other	52858	1.9%
administration	51763	1.8%
public	51763	1.8%
sector	50046	1.8%
retail	49570	1.7%
44-45	49570	1.7%
wholesale	44284	1.6%
Other values (80)	1980604	69.7%

Most occurring characters

Value	Count	Frequency (%)
	2241672	10.5%
a	1411872	6.6%
i	1408338	6.6%
n	1377195	6.4%
e	1368236	6.4%
s	1159740	5.4%
r	1145025	5.3%
t	1041735	4.9%
o	893175	4.2%
1	823852	3.8%
Other values (48)	8569883	40.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	21440723	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2241672	10.5%
a	1411872	6.6%
i	1408338	6.6%
n	1377195	6.4%
e	1368236	6.4%
s	1159740	5.4%
r	1145025	5.3%
t	1041735	4.9%
o	893175	4.2%
1	823852	3.8%
Other values (48)	8569883	40.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	21440723	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2241672	10.5%
a	1411872	6.6%
i	1408338	6.6%
n	1377195	6.4%
e	1368236	6.4%
s	1159740	5.4%
r	1145025	5.3%
t	1041735	4.9%
o	893175	4.2%
1	823852	3.8%
Other values (48)	8569883	40.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	21440723	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2241672	10.5%
a	1411872	6.6%
i	1408338	6.6%
n	1377195	6.4%
e	1368236	6.4%
s	1159740	5.4%
r	1145025	5.3%
t	1041735	4.9%
o	893175	4.2%
1	823852	3.8%
Other values (48)	8569883	40.0%

sex
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.2 MiB

Both sexes	216457
Males	201342
Females	182730

Length

Max length	10
Median length	7
Mean length	7.4107828
Min length	5

Characters and Unicode

Total characters	4450390
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Females
2nd row	Females
3rd row	Females
4th row	Both sexes
5th row	Both sexes

Common Values

Value	Count	Frequency (%)
Both sexes	216457	36.0%
Males	201342	33.5%
Females	182730	30.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
both	216457	26.5%
sexes	216457	26.5%
males	201342	24.6%
females	182730	22.4%

Most occurring characters

Value	Count	Frequency (%)
e	999716	22.5%
s	816986	18.4%
a	384072	8.6%
l	384072	8.6%
B	216457	4.9%
o	216457	4.9%
t	216457	4.9%
h	216457	4.9%
	216457	4.9%
x	216457	4.9%
Other values (3)	566802	12.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4450390	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	999716	22.5%
s	816986	18.4%
a	384072	8.6%
l	384072	8.6%
B	216457	4.9%
o	216457	4.9%
t	216457	4.9%
h	216457	4.9%
	216457	4.9%
x	216457	4.9%
Other values (3)	566802	12.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4450390	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	999716	22.5%
s	816986	18.4%
a	384072	8.6%
l	384072	8.6%
B	216457	4.9%
o	216457	4.9%
t	216457	4.9%
h	216457	4.9%
	216457	4.9%
x	216457	4.9%
Other values (3)	566802	12.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4450390	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	999716	22.5%
s	816986	18.4%
a	384072	8.6%
l	384072	8.6%
B	216457	4.9%
o	216457	4.9%
t	216457	4.9%
h	216457	4.9%
	216457	4.9%
x	216457	4.9%
Other values (3)	566802	12.7%

age_group
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.2 MiB

15 years and over	167650
25 to 54 years	159332
15 to 24 years	144270
55 years and over	129277

Length

Max length	17
Median length	14
Mean length	15.483327
Min length	14

Characters and Unicode

Total characters	9298187
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	55 years and over
2nd row	15 to 24 years
3rd row	55 years and over
4th row	15 to 24 years
5th row	55 years and over

Common Values

Value	Count	Frequency (%)
15 years and over	167650	27.9%
25 to 54 years	159332	26.5%
15 to 24 years	144270	24.0%
55 years and over	129277	21.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
years	600529	25.0%
15	311920	13.0%
to	303602	12.6%
and	296927	12.4%
over	296927	12.4%
25	159332	6.6%
54	159332	6.6%
24	144270	6.0%
55	129277	5.4%

Most occurring characters

Value	Count	Frequency (%)
	1801587	19.4%
e	897456	9.7%
a	897456	9.7%
r	897456	9.7%
5	889138	9.6%
y	600529	6.5%
s	600529	6.5%
o	600529	6.5%
1	311920	3.4%
2	303602	3.3%
Other values (5)	1497985	16.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9298187	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	1801587	19.4%
e	897456	9.7%
a	897456	9.7%
r	897456	9.7%
5	889138	9.6%
y	600529	6.5%
s	600529	6.5%
o	600529	6.5%
1	311920	3.4%
2	303602	3.3%
Other values (5)	1497985	16.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9298187	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	1801587	19.4%
e	897456	9.7%
a	897456	9.7%
r	897456	9.7%
5	889138	9.6%
y	600529	6.5%
s	600529	6.5%
o	600529	6.5%
1	311920	3.4%
2	303602	3.3%
Other values (5)	1497985	16.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9298187	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	1801587	19.4%
e	897456	9.7%
a	897456	9.7%
r	897456	9.7%
5	889138	9.6%
y	600529	6.5%
s	600529	6.5%
o	600529	6.5%
1	311920	3.4%
2	303602	3.3%
Other values (5)	1497985	16.1%

uom
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.2 MiB

Persons	520669
Percentage	79860

Length

Max length	10
Median length	7
Mean length	7.3989483
Min length	7

Characters and Unicode

Total characters	4443283
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Persons
2nd row	Persons
3rd row	Persons
4th row	Persons
5th row	Persons

Common Values

Value	Count	Frequency (%)
Persons	520669	86.7%
Percentage	79860	13.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
persons	520669	86.7%
percentage	79860	13.3%

Most occurring characters

Value	Count	Frequency (%)
s	1041338	23.4%
e	760249	17.1%
P	600529	13.5%
r	600529	13.5%
n	600529	13.5%
o	520669	11.7%
c	79860	1.8%
t	79860	1.8%
a	79860	1.8%
g	79860	1.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4443283	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	1041338	23.4%
e	760249	17.1%
P	600529	13.5%
r	600529	13.5%
n	600529	13.5%
o	520669	11.7%
c	79860	1.8%
t	79860	1.8%
a	79860	1.8%
g	79860	1.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4443283	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	1041338	23.4%
e	760249	17.1%
P	600529	13.5%
r	600529	13.5%
n	600529	13.5%
o	520669	11.7%
c	79860	1.8%
t	79860	1.8%
a	79860	1.8%
g	79860	1.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4443283	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	1041338	23.4%
e	760249	17.1%
P	600529	13.5%
r	600529	13.5%
n	600529	13.5%
o	520669	11.7%
c	79860	1.8%
t	79860	1.8%
a	79860	1.8%
g	79860	1.8%

value
Real number (ℝ)

Distinct	702
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.644958

Minimum	0.2
Maximum	70.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0.2
5-th percentile	0.6
Q1	2.1
median	5.8
Q3	14.9
95-th percentile	45.8
Maximum	70.3
Range	70.1
Interquartile range (IQR)	12.8

Descriptive statistics

Standard deviation	14.443319
Coefficient of variation (CV)	1.2403067
Kurtosis	3.4630232
Mean	11.644958
Median Absolute Deviation (MAD)	4.5
Skewness	1.9515623
Sum	6993134.8
Variance	208.60948
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	14166	2.4%
0.6	12044	2.0%
0.7	10663	1.8%
0.8	9552	1.6%
0.9	8528	1.4%
1	7758	1.3%
1.5	7722	1.3%
1.6	7555	1.3%
0.2	7453	1.2%
1.1	7183	1.2%
Other values (692)	507905	84.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	7453	1.2%
0.3	4960	0.8%
0.4	3421	0.6%
0.5	14166	2.4%
0.6	12044	2.0%
0.7	10663	1.8%
0.8	9552	1.6%
0.9	8528	1.4%
1	7758	1.3%
1.1	7183	1.2%

Value	Count	Frequency (%)
70.3	86	< 0.1%
70.2	89	< 0.1%
70.1	90	< 0.1%
70	106	< 0.1%
69.9	101	< 0.1%
69.8	88	< 0.1%
69.7	85	< 0.1%
69.6	103	< 0.1%
69.5	94	< 0.1%
69.4	102	< 0.1%

ref_date
value

value
ref_date

value
ref_date

Auto

Heatmap
Table

	age_group	geo	labour_force	north_american_industry_classification_system_(naics)	ref_date	sex	uom	value
age_group	1.000	0.078	0.110	0.089	0.036	0.034	0.119	0.068
geo	0.078	1.000	0.107	0.072	0.007	0.044	0.142	0.115
labour_force	0.110	0.107	1.000	0.155	0.010	0.060	1.000	0.111
north_american_industry_classification_system_(naics)	0.089	0.072	0.155	1.000	0.079	0.086	0.176	0.068
ref_date	0.036	0.007	0.010	0.079	1.000	0.006	0.014	-0.010
sex	0.034	0.044	0.060	0.086	0.006	1.000	0.050	0.041
uom	0.119	0.142	1.000	0.176	0.014	0.050	1.000	0.183
value	0.068	0.115	0.111	0.068	-0.010	0.041	0.183	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	ref_date	geo	labour_force	north_american_industry_classification_system_(naics)	sex	age_group	uom	value
23	1976	Canada	Labour force	Goods-producing sector	Females	55 years and over	Persons	59.2
33	1976	Canada	Labour force	Agriculture [111-112, 1100, 1151-1152]	Females	15 to 24 years	Persons	25.0
35	1976	Canada	Labour force	Agriculture [111-112, 1100, 1151-1152]	Females	55 years and over	Persons	16.2
37	1976	Canada	Labour force	Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100]	Both sexes	15 to 24 years	Persons	66.5
39	1976	Canada	Labour force	Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100]	Both sexes	55 years and over	Persons	27.9
41	1976	Canada	Labour force	Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100]	Males	15 to 24 years	Persons	59.7
43	1976	Canada	Labour force	Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100]	Males	55 years and over	Persons	26.7
44	1976	Canada	Labour force	Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100]	Females	15 years and over	Persons	19.6
45	1976	Canada	Labour force	Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100]	Females	15 to 24 years	Persons	6.7
46	1976	Canada	Labour force	Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100]	Females	25 to 54 years	Persons	11.7

	ref_date	geo	labour_force	north_american_industry_classification_system_(naics)	sex	age_group	uom	value
998678	2023	British Columbia	Unemployment rate	Accommodation and food services [72]	Both sexes	25 to 54 years	Percentage	3.8
998680	2023	British Columbia	Unemployment rate	Accommodation and food services [72]	Males	15 years and over	Percentage	5.4
998681	2023	British Columbia	Unemployment rate	Accommodation and food services [72]	Males	15 to 24 years	Percentage	5.8
998682	2023	British Columbia	Unemployment rate	Accommodation and food services [72]	Males	25 to 54 years	Percentage	5.3
998684	2023	British Columbia	Unemployment rate	Accommodation and food services [72]	Females	15 years and over	Percentage	3.0
998685	2023	British Columbia	Unemployment rate	Accommodation and food services [72]	Females	15 to 24 years	Percentage	3.7
998688	2023	British Columbia	Unemployment rate	Other services (except public administration) [81]	Both sexes	15 years and over	Percentage	2.8
998692	2023	British Columbia	Unemployment rate	Other services (except public administration) [81]	Males	15 years and over	Percentage	3.2
998696	2023	British Columbia	Unemployment rate	Other services (except public administration) [81]	Females	15 years and over	Percentage	2.5
998700	2023	British Columbia	Unemployment rate	Public administration [91]	Both sexes	15 years and over	Percentage	1.3

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations